Modelling cloud service latency and availability using a deep learning strategy

P Xu, GL Goteng, Y He - Expert Systems with Applications, 2021 - Elsevier
… business model. In … cloud services using real-time live data from three CSPs. We designed
and implemented experiments on Amazon Web Services, Alibaba Cloud and Tencent Cloud

Big Data Analytics Technology and Applications in Cloud Computing Perspective

X Wen, Z Wang - Applied Mathematics and Nonlinear Sciences, 2023 - sciendo.com
… pool can randomly select an experience to cut the correlation between experiences, and
each experience can be repeatedly trained and learned to improve the experience availability. …

Multi-agent based stochastic dynamical model to measure community resilience

J Valinejad, L Mili… - … of Social Computing, 2022 - ieeexplore.ieee.org
… To address these questions, we develop a new stochastic model by providing micro-macro
level dependence in an artificial society to evaluate the impact of human mental and physical …

[HTML][HTML] SDCBench: A Benchmark Suite for Workload Colocation and Evaluation in Datacenters

Y Yang, X Kong, L Zhao, Y Li, H Zhang, J Li… - … Computing, 2022 - spj.science.org
Cloud computing has grown rapidly over the past few decades … We also measure the service
experience availability and latency … the comparison of service experience availability of the …

Configuration-Dependent Stochastic Reward Nets

S Tigane, L Kahloul, S Bourekkache - … on Modelling and Implementation of …, 2020 - Springer
… authors in [4] propose an analytic model for the experience-availability analysis of cloud
Experience-availability analysis of online cloud services using stochastic models. In: 2018 IFIP …

Online Experience in Last-Mile Delivery and Future Purchase Intentions in Pakistan: The Role of Customer Satisfaction

Q Ain, DA Siddiqui - Available at SSRN 3755249, 2020 - papers.ssrn.com
… antecedents for online shoppers in China. While return service is more important for shoppers
in Taiwan. This study however falls short in explaining how overall online experiences, …

A multidisciplinary approach to the development of digital twin models of critical care delivery in intensive care units

X Zhong, F Babaie Sarijaloo, A Prakash… - … Journal of Production …, 2022 - Taylor & Francis
stochastic modelling and control, and data analytics with the application in healthcare, service
… His research focuses on stochastic modelling and analysis of healthcare delivery systems. …

[HTML][HTML] Downward counterfactual analysis in insurance tropical cyclone models: A Miami case study

CJ Rye, JA Boyd - Hurricane Risk in a Changing Climate, 2022 - Springer
stochastic model. For each forecast ensemble member, the search algorithm loops through
all stochastic events in the RMS model … area of interest, the stochastic tracks are first clipped …

AutoScaleSim: A simulation toolkit for auto-scaling Web applications in clouds

MS Aslanpour, AN Toosi, J Taheri, R Gaire - … Modelling Practice and Theory, 2021 - Elsevier
… resource management in cloud computing. … analyzed observations to make a scaling
decision; the executor performs the decision by making a connection to the cloud provider through

An Optimization Framework to Provide Volunteers with Task Selection Autonomy and Group Opportunities

MP Kaur, J Pazour, R Ausseil - Available at SSRN 4758939 - papers.ssrn.com
… This stochastic integer programming model is solved using a multiple scenario approach
to produce personalized menu recommendations that are presented to each volunteer. Next, …